Applied Research Scientist
Menlo Park, CA
- Develop highly scalable algorithms based on state-of-the-art machine learning and neutral network
methodologies. - Suggest, collect, and synthesize requirements and create effective feature roadmap.
- Code
deliverables in tandem with the engineering team. - Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).
- Perform specific
responsibilities which vary by team. - Research, design, and develop new algorithms and techniques to improve the efficiency and performance of Meta's platforms.
- Gather data for machine-learning training
- train new ranking models and run experiments.
- Identify potential improvements in company's software and technology products.
- Research and present effects of current engineering efforts on Meta's market standing from an economic and game-theoretic point of view.
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models.
- Requires a Ph.D. in Computer Science, Engineering, Mathematics, Information Systems or a related field.
- Requires completion of a graduate-level course, research project, or internship involving the following:
- 1. Research and/or work in machine learning, NLP, reinforcement learning, deep learning, recommendation systems, pattern recognition, signal processing, data mining, artificial
intelligence, information retrieval or computer vision - 2. Java or C++, Perl, PHP or Python and,
- 3. Cross-group and cross-culture collaboration.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision Data Mining Deep Learning Engineering GPU Java Machine Learning Mathematics NLP Perl PHP Physics Python Reinforcement Learning Research VR
Perks/benefits: Career development Equity Health care Salary bonus
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